Fold 0
Model 0 best validation auc = 0.749714 on epoch 372
Model 0 test auc = 0.615602
Ensemble test auc = 0.615602
Fold 1
Model 0 best validation auc = 0.730742 on epoch 1564
Model 0 test auc = 0.705443
Ensemble test auc = 0.705443
Fold 2
Model 0 best validation auc = 0.723437 on epoch 672
Model 0 test auc = 0.679383
Ensemble test auc = 0.679383
Fold 3
Model 0 best validation auc = 0.751240 on epoch 1204
Model 0 test auc = 0.661611
Ensemble test auc = 0.661611
Fold 4
Model 0 best validation auc = 0.731778 on epoch 1191
Model 0 test auc = 0.690490
Ensemble test auc = 0.690490
Fold 5
Model 0 best validation auc = 0.747642 on epoch 217
Model 0 test auc = 0.676478
Ensemble test auc = 0.676478
Fold 6
Model 0 best validation auc = 0.753639 on epoch 1763
Model 0 test auc = 0.692327
Ensemble test auc = 0.692327
Fold 7
Model 0 best validation auc = 0.727198 on epoch 520
Model 0 test auc = 0.678785
Ensemble test auc = 0.678785
Fold 8
Model 0 best validation auc = 0.734940 on epoch 496
Model 0 test auc = 0.689636
Ensemble test auc = 0.689636
Fold 9
Model 0 best validation auc = 0.762089 on epoch 1420
Model 0 test auc = 0.526273
Ensemble test auc = 0.526273
10-fold cross validation
	Seed 0 ==> test auc = 0.615602
	Seed 1 ==> test auc = 0.705443
	Seed 2 ==> test auc = 0.679383
	Seed 3 ==> test auc = 0.661611
	Seed 4 ==> test auc = 0.690490
	Seed 5 ==> test auc = 0.676478
	Seed 6 ==> test auc = 0.692327
	Seed 7 ==> test auc = 0.678785
	Seed 8 ==> test auc = 0.689636
	Seed 9 ==> test auc = 0.526273
Overall test auc = 0.661603 +/- 0.050744
Elapsed time = 4:38:12
